Big bloggers are excellent to reach out to and ask for a collab. That said, keep in mind that this should be the last piece of the puzzle. I’m a huge fan of reserach and this needs to be done extensively before reaching out to them.
The bigger the person is the less time they have. The more you can empathise with them and be an unmistakable resource to them, the better.